The invention discloses an elevator group scheduling method and device and a storage medium. The method comprises the steps that multiple to-be-scheduled elevators in a building are determined; the building is provided with a plurality of floors; when elevator calling signals are received, various kinds of state information, related to dispatching, of all elevators in the current tense are collected, so that a state space in reinforcement learning is constructed; scheduling actions related to whether the elevators stop on the floors or not are set for the elevators, so that an action space in reinforcement learning is constructed; the state space is input into a Q learning model of reinforcement learning to learn the value of each scheduling action in the action space for compressing the waiting time of the passengers in the multiple floors, the elevator taking time of the passengers in the multiple elevators and the energy consumption of the multiple elevators on the whole in the state space; the scheduling action with the highest value is executed for each elevator, so that the waiting time of passengers in a plurality of floors, the taking time of the passengers in the plurality of elevators and the energy consumption of the plurality of elevators are compressed on the whole. And the elevator dispatching efficiency is improved.
本发明公开了一种电梯群调度方法、设备及存储介质,该方法包括:确定楼宇中待调度的多部电梯;楼宇具有多个楼层;在接收到召梯信号时,采集各部电梯在现在时态下与调度相关的各种状态信息,以构建强化学习中的状态空间;对各部电梯设置与是否停靠楼层相关的调度动作,以构建强化学习中的动作空间;将状态空间输入强化学习的Q学习模型中学习动作空间中各个调度动作在状态空间下对于在整体上压缩多个楼层中乘客的等待时间、多部电梯内乘客的乘梯时间与多部电梯的能耗的价值;为各部电梯执行价值最高的调度动作,以在整体上压缩多个楼层中乘客的等待时间、多部电梯内乘客的乘梯时间与多部电梯的能耗。提升了电梯调度的效率。
Elevator group scheduling method and device and storage medium
一种电梯群调度方法、设备及存储介质
2025-05-16
Patent
Electronic Resource
Chinese
IPC: | B66B Aufzüge , ELEVATORS |
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